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Prompt Engineering

1341 articles · Page 14 of 14
Programmer DD
Programmer DD
Jun 12, 2023 · Artificial Intelligence

Master Prompt Engineering: Guide ChatGPT to Deliver Precise Answers

This article explains prompt engineering for large language models like ChatGPT, covering its definition, essential techniques such as diverse prompting strategies, problem restatement, background provision, gradient prompting, example inclusion, role‑playing, and the importance of systematic experimentation and quantitative evaluation to achieve high‑quality, task‑specific AI outputs.

AIChatGPTPrompt Engineering
0 likes · 16 min read
Master Prompt Engineering: Guide ChatGPT to Deliver Precise Answers
网易UEDC
网易UEDC
Jun 6, 2023 · Artificial Intelligence

How to Quickly Create an H5 Header Image with Midjourney AI

This guide shows how to use Midjourney AI to generate a 3D‑style H5 header image in minutes, covering reference uploads, prompt translation, image selection, Photoshop refinement, and final review while discussing commercial rights and best practices for AI‑assisted design.

AI artH5 designMidjourney
0 likes · 4 min read
How to Quickly Create an H5 Header Image with Midjourney AI
Python Crawling & Data Mining
Python Crawling & Data Mining
Jun 4, 2023 · Artificial Intelligence

Master Prompt Engineering: Unlock ChatGPT’s Full Potential

This article explains why crafting good prompts matters more than memorizing facts, introduces prompt engineering for large language models, and provides practical techniques—such as diverse prompting strategies, problem restatement, background provision, gradient prompting, role‑playing, and systematic evaluation—to help users get the most out of ChatGPT and similar AI systems.

AIChatGPTPrompt Design
0 likes · 16 min read
Master Prompt Engineering: Unlock ChatGPT’s Full Potential
phodal
phodal
Jun 2, 2023 · Artificial Intelligence

Mastering LLMs: A Programmer’s Guide to Prompt Engineering, Architecture, and Contextual AI

This comprehensive guide walks programmers through the fundamentals of large language model capabilities, prompt writing and management, new interaction and workflow designs, advanced scenario‑specific applications, and context engineering, offering practical strategies and architectural insights for AI‑native development.

AI ArchitectureLLMPrompt Engineering
0 likes · 14 min read
Mastering LLMs: A Programmer’s Guide to Prompt Engineering, Architecture, and Contextual AI
NetEase Cloud Music Tech Team
NetEase Cloud Music Tech Team
Jun 2, 2023 · Frontend Development

How NetEase Cloud Music’s Front‑End Team Built an AI‑Powered Low‑Code Copilot

NetEase Cloud Music’s front‑end team integrated large language models into their internal low‑code platform, creating an AI Copilot that supports smart page creation, editing, component configuration, code snippet generation, and Q&A, while detailing the underlying architecture, prompt engineering, and mixed‑mode development workflow.

AI CopilotLarge Language ModelMixed Development
0 likes · 11 min read
How NetEase Cloud Music’s Front‑End Team Built an AI‑Powered Low‑Code Copilot
Airbnb Technology Team
Airbnb Technology Team
May 23, 2023 · Artificial Intelligence

Applying Text Generation Models to Scalable Customer Support at Airbnb

Airbnb replaced its XLM‑RoBERTa ranking with an MT5 encoder‑decoder for content recommendation, built a real‑time generative assistant for reply suggestions and intent detection, and deployed a T5‑based paraphrase chatbot, showing that large‑scale pre‑trained transformers improve relevance, agent efficiency, and user satisfaction.

AIAirbnbCustomer Support
0 likes · 12 min read
Applying Text Generation Models to Scalable Customer Support at Airbnb
DataFunSummit
DataFunSummit
May 19, 2023 · Artificial Intelligence

Expert Roundtable on the Impact of GPT‑4 and Large Models on Knowledge Graphs

In this expert roundtable, leading AI researchers discuss GPT‑4’s multimodal breakthroughs, the future convergence of large models with knowledge graphs, practical integration strategies, and the evolving relevance of traditional NLP tasks, offering deep insights into the direction of artificial intelligence research.

GPT-4Knowledge GraphsMultimodal AI
0 likes · 44 min read
Expert Roundtable on the Impact of GPT‑4 and Large Models on Knowledge Graphs
Programmer DD
Programmer DD
May 19, 2023 · Artificial Intelligence

Master Advanced Prompt Engineering: Boost LLM Performance with Proven Techniques

This article explains why effective prompt design—covering system messages, few‑shot learning, non‑dialogue scenarios, explicit instructions, output shaping, syntax cues, task decomposition, chain‑of‑thought, and real‑world context—is essential for reliable large language model results and provides practical examples and tips.

AIPrompt EngineeringSystem Messages
0 likes · 8 min read
Master Advanced Prompt Engineering: Boost LLM Performance with Proven Techniques
Continuous Delivery 2.0
Continuous Delivery 2.0
May 16, 2023 · Artificial Intelligence

How to Write Effective Prompts and Use the OpenAI Python API

This article explains practical principles and techniques for crafting clear, specific prompts for ChatGPT, demonstrates how to structure prompts with separators and output formats, and provides a step‑by‑step guide—including code examples—for installing the OpenAI Python library, obtaining an API key, and writing a reusable get_completion function to interact with the model.

AIChatGPTCode examples
0 likes · 9 min read
How to Write Effective Prompts and Use the OpenAI Python API
Baidu Geek Talk
Baidu Geek Talk
May 8, 2023 · Artificial Intelligence

Augmented Language Models: Reasoning and External Tool Utilization

The survey shows that once language models exceed roughly ten billion parameters they spontaneously acquire two complementary abilities—step‑by‑step reasoning, often elicited by chain‑of‑thought prompts or scratch‑pad training, and the capacity to invoke external tools such as search engines, calculators, or robots—enabling them to retrieve up‑to‑date information, perform complex computations, and act in the world, thereby advancing toward general artificial intelligence.

AIPrompt EngineeringTool Use
0 likes · 20 min read
Augmented Language Models: Reasoning and External Tool Utilization
MaGe Linux Operations
MaGe Linux Operations
May 8, 2023 · Artificial Intelligence

20 Creative Ways to Harness ChatGPT: From Code Fixes to Storytelling

This article compiles a wide range of practical ChatGPT applications—including grammar correction, translation, code explanation, error fixing, creative generation, and more—illustrated with descriptions, code snippets, and images to help users explore the model's versatile capabilities.

ChatGPTPrompt Engineeringcode debugging
0 likes · 17 min read
20 Creative Ways to Harness ChatGPT: From Code Fixes to Storytelling
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
May 6, 2023 · Artificial Intelligence

The Art of Asking ChatGPT for High‑Quality Answers – A Complete Guide to Prompt Engineering

This article translates Ibrahim John’s book on prompt engineering for ChatGPT, explaining a wide range of prompting techniques—including instruction, role, seed‑word, zero‑shot, few‑shot, and reinforcement‑learning prompts—through clear English descriptions, formulas, and illustrative examples to help readers obtain high‑quality model outputs.

ChatGPTPrompt DesignPrompt Engineering
0 likes · 32 min read
The Art of Asking ChatGPT for High‑Quality Answers – A Complete Guide to Prompt Engineering
58UXD
58UXD
Apr 24, 2023 · Artificial Intelligence

Master Midjourney: Precise Image Control with /describe, Seed & Image Weight

This guide explains how to use Midjourney's /describe command, reference‑image weighting, and seed values to generate AI artwork that matches a desired style, fine‑tune existing images, and even swap clothing on characters for professional‑grade results.

AI image generationMidjourneyPrompt Engineering
0 likes · 9 min read
Master Midjourney: Precise Image Control with /describe, Seed & Image Weight
Tencent Cloud Developer
Tencent Cloud Developer
Apr 20, 2023 · Artificial Intelligence

Master Stable Diffusion: From Hardware Setup to Advanced Prompt Engineering

This comprehensive guide walks you through the hardware requirements, environment deployment, key parameters, prompt techniques, ControlNet integration, model download and installation, as well as style and character training for Stable Diffusion, providing practical code snippets and visual examples for each step.

AI image generationControlNetGPU deployment
0 likes · 38 min read
Master Stable Diffusion: From Hardware Setup to Advanced Prompt Engineering
Continuous Delivery 2.0
Continuous Delivery 2.0
Apr 20, 2023 · Artificial Intelligence

AutoGPT: Autonomous AI Tool Overview, Demonstrations, and Setup Guide

AutoGPT, the latest autonomous AI system, can independently browse the web, use third‑party tools, and execute tasks without human intervention, exemplified by building a React website in minutes, and this article explains its principles, showcases demos, and provides step‑by‑step installation instructions.

AI toolsAgentGPTAutoGPT
0 likes · 10 min read
AutoGPT: Autonomous AI Tool Overview, Demonstrations, and Setup Guide
Tencent Cloud Developer
Tencent Cloud Developer
Apr 17, 2023 · Artificial Intelligence

AutoGPT: An Overview of Autonomous AI Agents

AutoGPT is an open‑source autonomous AI agent that uses GPT‑4/3.5 APIs to decompose user‑defined goals into sub‑tasks, iteratively execute them, store results in memory, and autonomously build complex outputs such as code, websites, research, or financial plans, though it can incur high token costs and limited transparency.

AI AutomationAutoGPTAutonomous AI
0 likes · 8 min read
AutoGPT: An Overview of Autonomous AI Agents
Architect
Architect
Apr 13, 2023 · Artificial Intelligence

AutoGPT: Building Your Own Autonomous AI Assistant in Under 30 Minutes

This article introduces AutoGPT, an experimental open‑source AI agent powered by GPT‑4 that can autonomously achieve user‑defined goals, showcases real‑world examples such as website creation and market research, and provides step‑by‑step setup instructions including repository cloning, environment configuration, package installation, Docker usage, and execution.

AI assistantAutoGPTGPT-4
0 likes · 7 min read
AutoGPT: Building Your Own Autonomous AI Assistant in Under 30 Minutes
Top Architect
Top Architect
Apr 12, 2023 · Artificial Intelligence

Data‑Centric AI Perspective on GPT Models: Training, Inference, and Maintenance

This article examines how large language models such as GPT‑1 through GPT‑4 succeed largely due to high‑quality, large‑scale training data, and explains the Data‑centric AI framework—training data development, inference data development, and data maintenance—while discussing prompt engineering, data‑driven improvements, and future trends in AI.

AIData-centric AIGPT
0 likes · 19 min read
Data‑Centric AI Perspective on GPT Models: Training, Inference, and Maintenance
网易UEDC
网易UEDC
Apr 12, 2023 · Artificial Intelligence

Master Stable Midjourney Characters: 5 Commands for Consistent AI Art

This guide explains how to overcome Midjourney's randomness by using five reliable commands—URL‑based prompting, seed values, panels, character sheets, and emoji‑expression sheets—to create stable characters with consistent expressions, poses, and outfits, complete with step‑by‑step instructions and visual examples.

AI artMidjourneyPrompt Engineering
0 likes · 6 min read
Master Stable Midjourney Characters: 5 Commands for Consistent AI Art
DataFunTalk
DataFunTalk
Apr 12, 2023 · Artificial Intelligence

Prompt Engineering for ChatGPT: Principles, Design Steps, and Practical Cases

This article provides a comprehensive overview of ChatGPT prompt engineering, covering its background, design principles, step‑by‑step workflow, numerous practical examples—including code generation, entity extraction, and style rewriting—and discusses why prompts are crucial for large language model performance.

ChatGPTNLPPrompt Engineering
0 likes · 30 min read
Prompt Engineering for ChatGPT: Principles, Design Steps, and Practical Cases
网易UEDC
网易UEDC
Apr 7, 2023 · Artificial Intelligence

Turn Images into Precise Midjourney Prompts with the /describe Command

This guide shows how to use Midjourney's new /describe command to convert reference images into detailed prompts, evaluate their quality, and combine them with the /image command for fast, accurate AI‑generated commercial graphics, enabling even beginners to create posters in minutes.

AI artDesign AutomationMidjourney
0 likes · 5 min read
Turn Images into Precise Midjourney Prompts with the /describe Command
Smart Era Software Development
Smart Era Software Development
Apr 7, 2023 · Artificial Intelligence

ChatGPT's New Opportunities for Software Engineering: Expert Insights from SETalk

In a SETalk livestream, experts discuss how ChatGPT and Copilot X dramatically boost coding efficiency, lower entry barriers, reshape software development workflows, raise concerns about job displacement, and outline three emerging paradigms—LLM for SE, SE for LLM, and LLM as SE—while highlighting current limitations and future trends.

AI productivityChatGPTCopilot
0 likes · 29 min read
ChatGPT's New Opportunities for Software Engineering: Expert Insights from SETalk
网易UEDC
网易UEDC
Apr 5, 2023 · Artificial Intelligence

Master Midjourney: Step‑by‑Step Guide to AI Image Generation

This tutorial walks you through registering Midjourney, setting up a private Discord server, adding the Midjourney bot, and using both keyword prompts and image‑to‑image techniques to create high‑quality AI‑generated artwork, complete with detailed prompt tips and example outputs.

AI artAIGCDiscord
0 likes · 10 min read
Master Midjourney: Step‑by‑Step Guide to AI Image Generation
ByteFE
ByteFE
Apr 3, 2023 · Artificial Intelligence

Mastering Prompt Engineering: Building a CLI Command Translator with the ChatGPT API

This comprehensive tutorial demonstrates how to leverage the official ChatGPT API and advanced prompt engineering techniques to develop a command-line tool that translates natural language instructions into precise shell commands, covering iterative prompt design, constraint implementation, and Node.js integration.

AI toolsCLI DevelopmentChatGPT API
0 likes · 15 min read
Mastering Prompt Engineering: Building a CLI Command Translator with the ChatGPT API
DeWu Technology
DeWu Technology
Mar 17, 2023 · Artificial Intelligence

Prompt‑Ops and LangChain: Engineering LLM Applications

Prompt‑Ops frameworks like LangChain let developers turn pre‑trained LLMs into versatile applications by abstracting model calls, chaining prompts, integrating tools, managing memory, and handling private data, while addressing challenges such as nondeterminism, version control, and prompt injection in production environments.

AI ApplicationsAgentLLM
0 likes · 15 min read
Prompt‑Ops and LangChain: Engineering LLM Applications
phodal
phodal
Feb 27, 2023 · Artificial Intelligence

Mastering AIGC: From Prompt Design to Custom Stable Diffusion Models

This article walks through a practical AIGC workflow—defining a three‑step human‑machine blueprint, crafting effective prompts and negative prompts, leveraging ControlNet and DreamBooth for custom models, and refining outputs with Inpaint—showing how to boost creative efficiency with open‑source AI tools.

AI artAIGCControlNet
0 likes · 13 min read
Mastering AIGC: From Prompt Design to Custom Stable Diffusion Models
DataFunTalk
DataFunTalk
Feb 27, 2023 · Artificial Intelligence

Exploring ChatGPT: Evolution, Technical Foundations, and Practical Applications

This article reviews the development of ChatGPT from early GPT models, explains its underlying RLHF training, compares it with BERT and GPT‑3, and discusses practical applications such as intelligent writing, customer service, and voice calling, while evaluating performance, cost, and future prospects.

AI ApplicationsChatGPTNLP
0 likes · 22 min read
Exploring ChatGPT: Evolution, Technical Foundations, and Practical Applications
phodal
phodal
Feb 20, 2023 · Artificial Intelligence

Prompt Engineering Secrets: Text‑to‑Image, Article & Code Generation with AI

This guide explores how to craft effective prompts for Stable Diffusion image creation, ChatGPT article writing, and GitHub Copilot code generation, covering prompt evolution, negative prompts, ControlNet enhancements, model selection, and practical tips for iterative refinement and context building.

AI generationChatGPTControlNet
0 likes · 15 min read
Prompt Engineering Secrets: Text‑to‑Image, Article & Code Generation with AI
Architect
Architect
Feb 18, 2023 · Artificial Intelligence

Paradigm Shifts in Large Language Models: From Pre‑training to AGI and Future Research Directions

The article reviews the evolution of large language models, highlighting two major paradigm shifts after GPT‑3, the role of scaling laws, knowledge acquisition, prompting techniques, reasoning abilities, and outlines future research priorities for building more capable and efficient AI systems.

AI reasoningIn-Context LearningModel Scaling
0 likes · 71 min read
Paradigm Shifts in Large Language Models: From Pre‑training to AGI and Future Research Directions
Alibaba Cloud Developer
Alibaba Cloud Developer
Feb 10, 2023 · Artificial Intelligence

How ChatGPT Is Reshaping Engineering: Insights, Risks, and Opportunities

After the 2022 breakthrough of ChatGPT, the author reviews key AI resources, examines ChatGPT’s strengths and limitations, and explores how AI is transforming front‑end development, data analysis, and product workflows, offering practical advice for engineers to adapt and leverage these emerging capabilities.

ChatGPTPrompt Engineeringartificial-intelligence
0 likes · 19 min read
How ChatGPT Is Reshaping Engineering: Insights, Risks, and Opportunities
DataFunTalk
DataFunTalk
Jan 10, 2023 · Artificial Intelligence

Paradigm Shifts in Large Language Model Research and Future Directions

The article reviews the evolution of large language models from the pre‑GPT‑3 era to the present, analyzes the conceptual and technical gaps between Chinese and global research, and outlines key future research directions such as scaling laws, prompting techniques, multimodal training, and efficient model architectures.

AI researchChatGPTIn-Context Learning
0 likes · 73 min read
Paradigm Shifts in Large Language Model Research and Future Directions
21CTO
21CTO
Jan 3, 2023 · Artificial Intelligence

Inside GitHub Copilot: How Prompts, Models, and Telemetry Really Work

A University of Illinois researcher reverse‑engineers GitHub Copilot, revealing how its VS Code extension builds complex prompts, selects models, manages telemetry, and decides which suggestions to display, while exposing configuration details, prompt‑engineering pipelines, model calls, and privacy implications for developers.

GitHub CopilotModel InternalsPrompt Engineering
0 likes · 19 min read
Inside GitHub Copilot: How Prompts, Models, and Telemetry Really Work
Architecture Digest
Architecture Digest
Dec 8, 2022 · Artificial Intelligence

10 Amazing Ways to Use ChatGPT: Debugging, Security, Virtual Machines, and More

The article showcases ten impressive applications of OpenAI's ChatGPT—from debugging code and detecting security flaws to simulating a Linux terminal, generating nmap scans, reverse‑engineering shellcode, and highlighting its limitations—illustrating how the AI’s capabilities are only bounded by the user’s imagination.

ChatGPTPrompt Engineeringartificial-intelligence
0 likes · 9 min read
10 Amazing Ways to Use ChatGPT: Debugging, Security, Virtual Machines, and More
ITPUB
ITPUB
Feb 3, 2021 · Artificial Intelligence

Can GPT‑3 Write Complex SQL Queries? A Hands‑On Exploration

This article demonstrates how GPT‑3 can translate plain‑English questions into SQL statements, starting with simple counts and progressing to multi‑table joins, while highlighting prompting techniques, limitations, and the impact of model variants such as GPT‑3 Instruct.

AI-generated codeDatabase AutomationGPT-3
0 likes · 7 min read
Can GPT‑3 Write Complex SQL Queries? A Hands‑On Exploration